Institute for Theoretical Physics, University of Cologne, Cologne, Germany.
Biophys J. 2013 Feb 19;104(4):951-8. doi: 10.1016/j.bpj.2013.01.013.
When small RNAs are loaded onto Argonaute proteins they can form the RNA-induced silencing complexes (RISCs), which mediate RNA interference (RNAi). RISC-formation is dependent on a shared pool of Argonaute proteins and RISC-loading factors, and is susceptible to competition among small RNAs. We present a mathematical model that aims to understand how small RNA competition for RISC-formation affects target gene repression. We discuss that small RNA activity is limited by RISC-formation, RISC-degradation, and the availability of Argonautes. We show that different competition conditions for RISC-loading result in different signatures of RNAi determined also by the amount of RISC-recycling taking place. In particular, we find that the small RNAs, although less efficient at RISC-formation, can perform in the low RISC-recycling range as well as their more effective counterparts. Additionally, we predict that under conditions of low RISC-loading efficiency and high RISC-recycling, the variation in target levels increases linearly with the target transcription rate. Furthermore, we show that RISC-recycling determines the effect that Argonaute scarcity conditions have on target expression variation. Our observations, taken together, offer a framework of predictions that can be used to infer from data the particular characteristics of underlying RNAi activity.
当小 RNA 被加载到 Argonaute 蛋白上时,它们可以形成 RNA 诱导的沉默复合物(RISCs),从而介导 RNA 干扰(RNAi)。RISC 的形成依赖于 Argonaute 蛋白和 RISC 加载因子的共享池,并且容易受到小 RNA 之间的竞争影响。我们提出了一个数学模型,旨在了解小 RNA 竞争形成 RISC 如何影响靶基因的抑制。我们讨论了小 RNA 的活性受到 RISC 形成、RISC 降解和 Argonautes 的可用性的限制。我们表明,不同的 RISC 加载竞争条件导致不同的 RNAi 特征,这也取决于发生的 RISC 再循环量。特别是,我们发现,尽管小 RNA 在 RISC 形成方面效率较低,但在 RISC 再循环较低的范围内,它们的表现与更有效的小 RNA 相当。此外,我们预测,在 RISC 加载效率低和 RISC 再循环率高的条件下,靶标水平的变化与靶标转录率呈线性增加。此外,我们还表明,RISC 再循环决定了 Argonaute 稀缺条件对靶标表达变化的影响。我们的观察结果共同提供了一个预测框架,可以根据数据推断出潜在 RNAi 活性的特定特征。